Digital Twins and Simulation Technology: Concepts and Applications
暫譯: 數位雙胞胎與模擬技術：概念與應用

Sharma, Lavanya, Garg, Pradeep Kumar

Digital Twins and Simulation Technology: Concepts and Applications
  • 出版商: CRC
  • 出版日期: 2025-07-04
  • 售價: $5,780
  • 貴賓價: 9.5 折 $5,491
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032949392
  • ISBN-13: 9781032949390

    • 海外代購書籍(需單獨結帳)

商品描述

This book provides a comprehensive overview of the concept of digital twins, emphasising its strategic importance across various commercial domains. This book covers the fundamentals, data requirements, tools, and technologies essential for understanding and implementing digital twins. It discusses how digital twins are used for running simulations, analysing performance issues, and generating potential improvements to optimise business processes. The book explores the architecture, historical background, and real-time applications in sectors including urban planning, healthcare, smart cities, and manufacturing.

- Explains digital twin technology, including its core principles, architecture, and how it replicates physical objects in virtual platforms, in detail

- Covers the data types and tools necessary for creating and maintaining digital twins, including sensors, data processing systems, and integration methodologies

- Explores technologies such as Computer Vision, IoT, AI, ML, 5G, AR, and VR that drive the functionality and application of digital twins

- Analyses practical applications in diverse sectors like urban planning, smart cities, healthcare, manufacturing operations, and power-generation equipment, showcasing real-world use cases and benefits

- Examines real-time challenges and limitations associated with implementing digital twin technology, providing a balanced view of its capabilities and constraints

It is a reference book for researchers, scholars, and students who are working or interested in learning about digital twin technology.

商品描述(中文翻譯)

這本書提供了數位雙胞胎概念的全面概述，強調其在各種商業領域中的戰略重要性。本書涵蓋了理解和實施數位雙胞胎所需的基本原則、數據需求、工具和技術。它討論了數位雙胞胎如何用於運行模擬、分析性能問題以及生成潛在改進，以優化業務流程。本書探討了架構、歷史背景以及在城市規劃、醫療保健、智慧城市和製造業等領域的即時應用。

- 詳細解釋數位雙胞胎技術，包括其核心原則、架構，以及如何在虛擬平台中複製物理物件
- 涵蓋創建和維護數位雙胞胎所需的數據類型和工具，包括傳感器、數據處理系統和整合方法
- 探討推動數位雙胞胎功能和應用的技術，如計算機視覺（Computer Vision）、物聯網（IoT）、人工智慧（AI）、機器學習（ML）、5G、擴增實境（AR）和虛擬實境（VR）
- 分析在城市規劃、智慧城市、醫療保健、製造運營和發電設備等多個領域的實際應用，展示真實世界的案例和好處
- 檢視實施數位雙胞胎技術所面臨的即時挑戰和限制，提供其能力和約束的平衡觀點

這是一本供研究人員、學者和對數位雙胞胎技術感興趣的學生參考的書籍。

作者簡介

Lavanya Sharma received her Ph.D. (Computer Science) from Uttarakhand Technical University (State Government University), India in 2018, in the area of Digital Image Processing and Computer Vision. She also received TEQIP scholarship for the same. She received her M.Tech (Computer Science) in 2013 from Manav Rachna College of Engineering, affiliated to Maharshi Dayanand University, Haryana, India. She is currently working in New Delhi Institute of Management, Delhi, India as an Assistant Professor in the department of Information technology, Research & Innovation. A certified professional 20 professional certificates. Her work is on Motion based Object Detection using Background Subtraction Technique for Smart Video Surveillance. She is recipient of several prestigious awards during her academic career and qualified certification courses from ISRO Dehradun unit, India. She has 8 books (Authored and Edited) and over 70 research articles to her credit. She has 5 patents in the area of Computer Vision, Image Processing, Machine Learning and Medical Imaging. She acted as Organizing Committee Member, Conference Chair, Session Chair, Reviewer, Technical Program Committee (TCP) member of various International conferences and journals. Besides, supervising a large number of undergraduate projects, she has guided more than 40 Post Graduates projects. Her primary research interests are Digital Image Processing and Computer Vision, Artificial Intelligence, Machine learning, deep learning, Internet of Things, Remote Sensing & GIS.

https: //www.researchgate.net/profile/Lavanya-Sharma-5

https: //scholar.google.com/citations?user=TqVT0B4AAAAJ&hl=en

P.K. Garg worked as a Vice Chancellor, Uttarakhand Technical University, Dehradun. Presently he is working in the department of Civil Engineering, IIT Roorkee as a Professor. He has completed B.Tech (Civil Engg.) in 1980 and M.Tech (Civil Engg) in 1982 both from the University of Roorkee (now IIT Roorkee). He was a recipient of the gold medal at IIT Roorkee during his M.Tech programme, the Commonwealth Scholarship Award for doing Ph.D. from University of Bristol (UK), and the Commonwealth Fellowship Award to carry out post-doctoral research work at University of Reading (UK). Prof. Garg has published more than 300 technical papers in national and international journals. He has undertaken 26 research projects and provided technical services to 83 consultancy projects on various aspects of Civil Engineering, generating funds for the Institute. He has authored and edited various books and produced two technical films on Story of Mapping. He has developed several new courses and practical exercises in Geomatics Engineering. Besides, supervising a large number of undergraduate projects, he has guided about 74 M.Tech and 30 Ph.D. Thesis. He is instrumental in prestigious MHRD funded projects on e-learning; Development of Virtual Labs, Pedagogy and courses under NPTEL. He has served as an expert on various national committees, including Ministry of Environment & Forest, EAEC Committee, NBA (AICTE) and Project Evaluation Committee, DST, New Delhi. He has successfully organized multiple conferences and workshops, and 44 programmes in advanced areas of Surveying, Photogrammetry, Remote Sensing, GIS and GPS. He is a life member of 24 professional societies, out of which he is a Fellow member of 8 societies.

Https: //Www.Researchgate.Net/Profile/Pradeep-Garg-4

Https: //Scholar.Google.Co.In/Citations?User=Ys_F33saaaaj&Hl=En

作者簡介(中文翻譯)

拉瓦尼亞·夏爾瑪於2018年在印度烏塔拉坎德技術大學（州立大學）獲得計算機科學博士學位，研究領域為數位影像處理和計算機視覺。她也因此獲得了TEQIP獎學金。她於2013年在印度哈里亞納邦的馬納夫·拉奇納工程學院獲得計算機科學碩士學位，該學院隸屬於馬哈希·戴亞南德大學。她目前在印度新德里的管理學院擔任資訊技術、研究與創新部門的助理教授。她擁有20項專業證書的專業認證。她的研究工作集中於使用背景減除技術進行基於運動的物體檢測，以實現智慧視頻監控。她在學術生涯中獲得多項著名獎項，並完成了來自印度ISRO德拉敦單位的認證課程。她已出版8本書籍（作者及編輯）和70多篇研究文章。她在計算機視覺、影像處理、機器學習和醫學影像領域擁有5項專利。她曾擔任多個國際會議和期刊的組織委員會成員、會議主席、會議主持人、審稿人及技術程序委員會（TCP）成員。此外，她指導了大量本科專案，並指導了超過40個碩士專案。她的主要研究興趣包括數位影像處理和計算機視覺、人工智慧、機器學習、深度學習、物聯網、遙感與地理資訊系統（GIS）。

https://www.researchgate.net/profile/Lavanya-Sharma-5
https://scholar.google.com/citations?user=TqVT0B4AAAAJ&hl=en

P.K. 加爾格曾擔任烏塔拉坎德技術大學的副校長，目前在印度羅爾基的印度理工學院土木工程系擔任教授。他於1980年獲得土木工程學士學位，1982年獲得土木工程碩士學位，均來自羅爾基大學（現為印度理工學院羅爾基）。在其碩士學位課程中，他曾獲得印度理工學院的金獎，並獲得英國布里斯托大學的英聯邦獎學金以攻讀博士學位，以及英國雷丁大學的英聯邦研究獎學金進行博士後研究。加爾格教授在國內外期刊上發表了300多篇技術論文。他承擔了26個研究項目，並為83個土木工程諮詢項目提供技術服務，為學院創造資金。他撰寫和編輯了多本書籍，並製作了兩部有關地圖製作的技術影片。他在地理資訊工程中開發了幾個新課程和實踐練習。此外，他指導了大量本科專案，並指導了約74個碩士和30個博士論文。他在教育部資助的電子學習、虛擬實驗室的開發、教學法和NPTEL課程等多個重要項目中發揮了重要作用。他曾擔任多個國家委員會的專家，包括環境與森林部、EAEC委員會、NBA（AICTE）和項目評估委員會（DST，新德里）。他成功組織了多次會議和研討會，以及44個高級測量、攝影測量、遙感、GIS和GPS領域的項目。他是24個專業學會的終身會員，其中8個學會的院士。

https://www.researchgate.net/profile/Pradeep-Garg-4
https://scholar.google.co.in/citations?user=Ys_F33saaaaj&hl=en

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